{
 "metadata": {
  "signature": "sha256:81cdcdf36d1699fb765cd60b54852ada76749af49ea33dec868702a94378a1c0"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "strategy",
     "collapsed": false,
     "has_detail": true,
     "id": "153D2ED3D5274B81834BFA1C4089CD20",
     "input": "# \u5b98\u65b9demo \u5730\u5740 https://uqer.datayes.com/study/getting-started/3\n# \u628a\u4e0a\u9762\u7684\u5408\u8d77\u6765\u5c31\u5b8c\u6210\u4e86\u4e00\u4e2a\u6700\u7b80\u5355\u7684\u7b56\u7565\uff0c\u4ece\u6caa\u6df1300\u4e2d\u4efb\u610f\u6311\u9009\u4e00\u53ea\u80a1\u7968\uff0c\u6da8\u52301.25\u500d\u540e\u5356\u51fa\u3002\n\n# \u5982\u4f55\u8bbe\u7f6e\u56de\u6d4b\u65f6\u95f4\u533a\u95f4\uff08\u65e0\u9700\u5c06\u65f6\u95f4\u5e26\u5165\u4efb\u4f55\u51fd\u6570\uff09\nstart = '2014-01-01' # \u56de\u6d4b\u7684\u8d77\u6b62\u65f6\u95f4\u662f2015\u5e747\u67081\u65e5\u81f32016\u5e747\u67081\u65e5\nend= '2017-06-01'\n\n# \u5982\u4f55\u8bbe\u7f6e\u5bf9\u6bd4\u57fa\u51c6\n# 1. HS300\u8868\u793a\u6caa\u6df1300\uff0c\u5176\u4ed6\u5e38\u89c1\u7684\u8fd8\u6709SHCI\uff08\u4e0a\u8bc1\u7efc\u6307\uff09\u3001SH50\uff08\u4e0a\u8bc150\uff09\u3001SH180\uff08\u4e0a\u8bc1180\uff09\u548cZZ500\uff08\u4e2d\u8bc1500\uff09\n# benchmark = 'HS300'\t\n# 2. \u76f4\u63a5\u7528\u6307\u6570\u7684\u4ee3\u7801\uff0c\u6784\u5efa\u5bf9\u6bd4\u57fa\u51c6 https://uqer.datayes.com/labs/notebooks/Indices_Found.nb\n# benchmark = '399006.ZICN'  # \u7b56\u7565\u53c2\u8003\u6807\u51c6\u4e3a\u521b\u4e1a\u677f\u6307\n# 3. \u4f7f\u7528\u67d0\u53ea\u4e2a\u80a1\u4f5c\u4e3a\u5bf9\u6bd4\u57fa\u51c6\n# benchmark = '000001.XSHE'   # \u7b56\u7565\u53c2\u8003\u6807\u51c6\u4e3a\u5e73\u5b89\u94f6\u884c\nbenchmark = 'HS300'\t\n\n# \u5982\u4f55\u8bbe\u7f6e\u521d\u59cb\u8d44\u91d1\ncapital_base = 100000  #\u521d\u59cb\u8d44\u91d1\u670910\u4e07\n\n\n# \u5982\u4f55\u9009\u62e9\u6570\u636e\u9891\u7387\n# 'd'\u8868\u793a\u65e5\u95f4\u7b56\u7565\u4f7f\u7528\u65e5\u7ebf\u56de\u6d4b\uff0c'm'\u8868\u793a\u65e5\u5185\u7b56\u7565\u4f7f\u7528\u5206\u949f\u7ebf\u56de\u6d4b\nfreq = 'd'               \n# \u8c03\u4ed3\u9891\u7387\uff0c\u8868\u793a\u6267\u884c\u7b56\u7565\u8fd0\u884c\u6761\u4ef6\u7684\u65f6\u95f4\u95f4\u9694\uff0c\u82e5freq = 'd'\u65f6\u95f4\u95f4\u9694\u7684\u5355\u4f4d\u4e3a\u4ea4\u6613\u65e5\uff0c\u82e5freq = 'm'\u65f6\u95f4\u95f4\u9694\u4e3a\u5206\u949f\nrefresh_rate = 1                           \n\n\n# \u6784\u5efa\u80a1\u7968\u6c60\u6765\u505a\u56de\u6d4b\n# 1. \u5c06\u6307\u6570\u6210\u5206\u80a1\u4f5c\u4e3a\u80a1\u7968\u6c60\uff1a HS300\uff0cSHCI\uff08\u4e0a\u8bc1\u7efc\u6307\uff09\u3001SH50\uff08\u4e0a\u8bc150\uff09\u3001SH180\uff08\u4e0a\u8bc1180\uff09\u548cZZ500\uff08\u4e2d\u8bc1500\uff09\n# universe = set_universe('SH50')  \u80a1\u7968\u6c60\u91cc\u5305\u542b\u4e86\u6700\u8fd1\u4e00\u4e2a\u4ea4\u6613\u65e5\u7684\u4e0a\u8bc150\u7684\u6210\u4efd\u80a1\n# 2. \u6784\u5efa\u81ea\u5df1\u7684\u80a1\u7968\u6c60\n# universe = ['000001.XSHE', '600000.XSHG']  XSHE\uff0c\u8868\u793a\u6df1\u4ea4\u6240\uff1bXSHG\uff0c\u8868\u793a\u4e0a\u4ea4\u6240\n# \u901a\u8fc7\u80a1\u7968\u540d\u79f0\u6765\u67e5\u627e\u80a1\u7968\u4ee3\u7801\u548c\u4ea4\u6613\u6240\u4ee3\u7801 \n# \u89c1https://uqer.datayes.com/labs/notebooks/Find_StockID_fromName.nb\n# 3. \u7528StockScreener\u5e2e\u52a9\u7b5b\u9009\u80a1\u7968\u6c60\n# \u5982\u4f55\u4f7f\u7528 \u89c1 https://uqer.datayes.com/help/quartzExt/#StockScreener\n# universe = StockScreener(Factor.PE.nlarge(10)) #\u8fd9\u91cc\u7b5b\u9009\u7684\u56e0\u5b50factor\u662f\u80a1\u7968\u7684PE\u503c\uff0c\u7b5b\u9009\u7684\u65b9\u6cd5\u662f\u6700\u5927\u768410\u652f\u3002\n# \u80a1\u7968\u7b5b\u9009\u5668\u6240\u4f7f\u7528\u7684\u7b5b\u9009\u56e0\u5b50\u90fd\u53ef\u4ee5\u901a\u8fc7 Factor. \u7684\u65b9\u6cd5\u83b7\u5f97\uff0c\u5728\u4f18\u77ff\u4e2d\u901a\u8fc7\u4ee3\u7801\u8865\u5168\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u8f93\u5165\u6240\u9700\u8981\u7684\u56e0\u5b50\u3002\n# universe = StockScreener(Factor.PE.nlarge(10)) + ['000001.XSHE', '600000.XSHG']  # \u8bbe\u7f6e\u8bc1\u5238\u6c60\u4e3aPE\u503c\u6700\u5927\u768410\u4e2a\u80a1\u7968\uff0c\u5e76\u52a0\u4e0a\u5e73\u5b89\u94f6\u884c\u548c\u6d66\u53d1\u94f6\u884c\n\nuniverse = DynamicUniverse('HS300')      # \u80a1\u7968\u6c60\u4e3a\u6caa\u6df1300\u7684\u6210\u4efd\u80a1\n\naccounts = {\n    'fantasy_account': AccountConfig(account_type='security', capital_base=10000000)\n}\n\n\n\n\n# \u521d\u59cb\u5316\u56de\u6d4b\u5e10\u6237\n# 1. \u5982\u679c\u662f\u4ece\u96f6\u5f00\u59cb\u7684\u7a7a\u767d\u5e10\u6237\ndef initialize(context):           # \u521d\u59cb\u5316\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u5e10\u6237\n    pass\n# 2. \u7528\u6237\u53ef\u4ee5\u81ea\u5df1\u5b9a\u4e49\u5404\u79cd\u51fd\u6570\uff0c\u4e4b\u540e\u5f88\u591a\u7684\u9ad8\u7ea7\u7b56\u7565\u91cc\u90fd\u4f1a\u7528\u5230\u3002\u6bd4\u5982\u4e00\u4e2a\u7b56\u7565\u8bbe\u5b9a\u4e3a\u67d0\u4e9b\u80a1\u7968\u5728\u8fde\u7eed\u51fa\u73b03\u6b21\u4e0b\u8dcc\u4e4b\u540e\u4e70\u5165\uff0c\u90a3\u4e48\u5c31\u9700\u8981\u5728\u8fd9\u4e2aaccount\u91cc\u5b9a\u4e49\u4e00\u4e2a\u8ba1\u6570\u5668\uff0c\u6bcf\u5929\u8fd0\u884c\u7b56\u7565\u7684\u65f6\u5019\uff0c\u90fd\u4f1a\u68c0\u6d4b\u80a1\u7968\u662f\u5426\u4e0b\u8dcc\uff0c\u4e00\u65e6\u51fa\u73b0\uff0c\u5c31\u4f1a\u5728\u8ba1\u6570\u5668\u91cc\u52a01\uff0c\u7d2f\u79ef\u52303\u6b21\u4e4b\u540e\u5c31\u4f1a\u51fa\u53d1\u4e70\u5165\u7684\u6307\u4ee4\n\n\n\n# \u5982\u4f55\u4e70\u5356\u80a1\u7968\n# \u6bcf\u53ea\u80a1\u7968\u4e701\u624b\uff08100\u80a1\uff09\n\"\"\"\ndef handle_data(account):\n    for s in account.universe:\n        order(s,100)\n\"\"\"\n# \u6bcf\u53ea\u80a1\u7968\u4e70\u81f3\u6301\u4ed31\u624b\uff08100\u80a1\uff09\n\"\"\"\ndef handle_data(account):\n    for s in account.universe:\n        order_to(s,100)\n\"\"\"\n# \u6bcf\u53ea\u80a1\u7968\u4e70\u5165\u4ef7\u503c\u4e3a\u865a\u62df\u8d26\u6237\u5f53\u524d\u603b\u4ef7\u503c\u768410%\n\"\"\"\ndef handle_data(account):\n    for s in account.universe:\n        order_pct(s,0.1)\n\"\"\"\n# \u6bcf\u53ea\u80a1\u7968\u4e70\u5165\u5356\u51fa\u81f3\u4ef7\u503c\u4e3a\u865a\u62df\u8d26\u6237\u5f53\u524d\u603b\u4ef7\u503c\u768410%\n\"\"\"\ndef handle_data(account):\n    for s in account.universe:\n        order_pct_to(s,0.1)\n\"\"\"\n\n\ndef handle_data(context):\n    account = context.get_account('fantasy_account')\n    \n    universe = context.get_universe(asset_type='stock', exclude_halt=False)\n    for stock in universe:         # \u80a1\u7968\u662f\u80a1\u7968\u6c60\u4e2d\u7684\u80a1\u7968\uff0c\u5e76\u4e14\u4f18\u77ff\u5e2e\u4f60\u81ea\u52a8\u5254\u9664\u4e86\u5f53\u5929\u505c\u724c\u9000\u5e02\u7684\u80a1\u7968\n        p = context.current_price(stock)  # \u80a1\u7968\u524d\u4e00\u5929\u7684\u6536\u76d8\u4ef7?\n        if account.get_position(stock) == None:\n            cost = None\n        else:\n            cost = account.get_position(stock).cost\n            print(account.get_position(stock).amount)\n            print(account.get_position(stock).cost)\n        # cost = account.security_cost.get(stock)  # \u80a1\u7968\u7684\u5e73\u5747\u6301\u4ed3\u6210\u672c\n        # print(stock+\":\"+str(cost))\n        if 0 < p < 4 and not cost:                        # \u5224\u65ad\u8fd9\u4e2a\u4ef7\u683c\u5c0f\u4e8e4\uff0c\u5e76\u4e14\u5f53\u524d\u6ca1\u6709\u4e70\u5165\u8be5\u80a1\u7968\n            order_pct_to(stock, 0.1)          # \u5c06\u6ee1\u8db3\u6761\u4ef6\u7684\u80a1\u7968\u4e70\u5165\uff0c\u603b\u4ef7\u503c\u5360\u865a\u62df\u5e10\u6237\u768410%\n            # print(stock+\"\u52a0\u4ed3\u81f310%\")\n        elif cost and p >= cost * 1.25:        # \u5356\u51fa\u6761\u4ef6\uff0c\u5f53p\u8fd9\u4e2a\u4ef7\u683c\u6da8\u5e45\u5230\u4e70\u5165\u4ef7\u76841.25\u500d\uff1b\n            order_to(stock, 0)        # \u5c06\u6ee1\u8db3\u6761\u4ef6\u7684\u80a1\u7968\u5356\u5230\u5269\u4f590\u80a1\uff0c\u5373\u5168\u90e8\u5356\u51fa\n            # print(stock+\"\u5168\u90e8\u5356\u51fa\")",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "465300"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n2.149\n402900\n2.475\n469400\n2.13\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n411800\n2.424\n365600\n2.727\n2700\n3.172\n100"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n1.637\n465300\n2.149\n402900\n2.475\n469400\n2.13\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n411800\n2.424\n365600\n2.727\n2700"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3.172\n100"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n1.637\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "465300\n2.149\n402900\n2.475\n469400\n2.13\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n411800\n2.424\n365600\n2.727\n2700\n3.172\n100"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n1.637\n465300"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n1.637\n465300\n2.149\n402900\n2.475\n469400\n2.13\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n411800\n2.424\n365600"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n2.727\n2700\n3.172\n100"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "280300\n3.493\n465300\n2.149\n64200\n3.976\n402900\n2.475\n469400\n2.13\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n100\n2.464\n365600\n2.727\n2700\n3.172\n100"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n1.637\n280300\n3.493\n465300\n2.149\n64200\n3.976\n402900\n2.475\n469400\n2.13\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n100\n2.464\n365600\n2.727\n2700"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n1.637\n280300\n3.493\n465300\n2.149\n64200\n3.976\n402900\n2.475\n469400\n2.13\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n365600\n2.727\n2700"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3.172\n100\n1.822\n100"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3.172\n100\n1.822\n100\n1.637\n280300"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3.493\n465300\n2.149\n64200\n3.976\n402900\n2.475\n469400\n2.13\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n365600\n2.727\n2700\n3.172\n100\n1.822\n100"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "280300\n3.493\n465300\n2.149\n64200\n3.976\n402900\n2.475\n469400\n2.13\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n365600\n2.727\n2700\n3.172\n100\n1.822\n100"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3.493\n465300\n2.149\n64200\n3.976\n402900\n2.475\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n359300\n3.317\n13400\n3.618\n365600\n2.727\n2700\n3.172\n100\n1.822\n100"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n1.637\n280300\n3.493\n465300\n2.149\n64200\n3.976\n402900\n2.475\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n359300\n3.317\n13400\n3.618\n365600\n2.727\n2700"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3.172\n100\n1.822\n100\n2.416\n280300"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3.493\n465300\n2.149\n64200\n3.976\n402900\n2.475\n450000\n2.69\n509600\n1.958\n396100\n2.509\n520200\n1.922\n307500\n3.245\n472300\n2.117\n359300\n3.317\n13400\n3.618\n22900\n3.26\n2700\n3.172\n100\n1.822\n100\n2.416\n280300"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3.493\n465300\n2.149\n64200\n3.976\n402900\n2.475\n450000\n2.69\n509600\n1.958\n520200\n1.922\n307500\n3.245\n472300\n2.117\n359300\n3.317\n13400\n3.618\n343100\n3.486\n22900\n3.26\n2700\n3.172\n100\n1.822\n14700\n3.965\n100\n2.416\n465300"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n2.149\n64200\n3.976\n402900\n2.475\n450000\n2.69\n509600\n1.958\n365300\n3.316\n520200\n1.922\n307500\n3.245\n472300\n2.117\n359300\n3.317\n13400\n3.618\n343100\n3.486\n22900\n3.26\n2700\n3.172\n100\n1.822\n14700\n3.965\n4700\n3.595\n100\n2.755\n100\n2.416\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "465300\n2.149\n64200\n3.976\n402900\n2.475\n450000\n2.69\n509600\n1.958\n365300\n3.316\n520200\n1.922\n307500\n3.245\n472300\n2.117\n359300\n3.317\n13400\n3.618\n343100\n3.486\n22900\n3.26\n2700\n3.172\n100\n1.822\n14700\n3.965\n4700\n3.595\n100\n2.755\n100\n2.416\n465300"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n2.149\n64200\n3.976\n402900\n2.475\n450000\n2.69\n509600\n1.958\n365300\n3.316\n520200\n1.922\n307500\n3.245\n472300\n2.117\n359300\n3.317\n343100\n3.486\n22900\n3.26\n2700\n3.172\n100\n1.822\n14700\n3.965\n4700\n3.595\n100\n2.755\n17700\n3.46\n100\n2.416\n100\n1.951\n465300"
      },
      {
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